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25 pages, 2500 KB  
Article
Evaluation of Blood Odor Signatures from Cadaveric Origin
by Lakshmi Reddi, Rex Johnson, Kerry K. Gilbert and Paola A. Prada-Tiedemann
Separations 2026, 13(2), 64; https://doi.org/10.3390/separations13020064 (registering DOI) - 11 Feb 2026
Abstract
Blood is a key biological specimen in forensic analysis for both living and deceased individuals, playing a crucial role in drug testing, blood typing, DNA analysis, and bloodstain pattern examination. In forensics, the decomposition of blood holds particular importance because it is a [...] Read more.
Blood is a key biological specimen in forensic analysis for both living and deceased individuals, playing a crucial role in drug testing, blood typing, DNA analysis, and bloodstain pattern examination. In forensics, the decomposition of blood holds particular importance because it is a major biological fluid in the human body and undergoes early chemical changes that attract insects and microorganisms to cadaveric sources. The odor signatures produced during the putrefactive process have recently gained forensic relevance, prompting studies to investigate volatile organic compounds (VOCs) from blood, tissues, animal proxies, and human cadavers to enhance human remains detection and recovery via technological or biological means. This study focuses on cadaveric blood odor profiling, evaluating VOC signatures from human cadavers in an anatomy laboratory using solid-phase micro-extraction (SPME) and gas chromatography–mass spectrometry (GC/MS) upon body receipt. A second phase entailed a degradation analysis using 7 human cadavers and a total of 28 postmortem samples repeatedly sampled over a 4-week period. The findings revealed an increasingly complex odor profile as decomposition progresses, with a notable rise in both the variety and concentration of VOCs. Room temperature samples exhibited a more diverse and rapid VOC release, while refrigerated samples showed slower degradation. These insights contribute to a deeper understanding of decomposition patterns and ultimately refine human remains detection methodologies. Full article
(This article belongs to the Section Chromatographic Separations)
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12 pages, 2369 KB  
Article
Simultaneously Activating Semiconductor/Electrocatalyst/Electrolyte Interfaces by F Engineering for Efficient Solar Water Splitting
by Jingjing Quan, Yuting Zheng, Lan Yao, Lianqing Li and Xingming Ning
Separations 2026, 13(2), 63; https://doi.org/10.3390/separations13020063 - 11 Feb 2026
Abstract
The highly efficient performance of photoelectrochemical (PEC) water splitting is largely governed by the construction of active interfaces, especially for the star semiconductor/electrocatalyst system. However, traditional strategies struggle to optimize this critical process. To overcome this challenge, we report a fluorine (F) engineering [...] Read more.
The highly efficient performance of photoelectrochemical (PEC) water splitting is largely governed by the construction of active interfaces, especially for the star semiconductor/electrocatalyst system. However, traditional strategies struggle to optimize this critical process. To overcome this challenge, we report a fluorine (F) engineering strategy that enables the synchronous modulation of charge transfer and surface catalytic reaction dynamics in a BiVO4/FeCoOOH-integrated photoanode. Various characterization methods confirm that F engineering can activate the BiVO4/FeCoOOH/electrolyte interfaces. Benefiting from these positive effects, the optimized BiVO4/FeCoOOH-F photoanode achieves a relatively high photocurrent density of 5.46 mA/cm2 at 1.23 V vs. RHE, along with outstanding photostability and a small Tafel slope of 96.5 mV dec−1. This study provides new insights into F-based interface manipulation, offering a promising route to developing high-performance semiconductor/electrocatalyst systems for efficient and stable PEC water splitting applications. Full article
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21 pages, 4031 KB  
Review
Research Progress in Flocculation Treatment of Aggregate Washing Wastewater: Mechanisms, Innovations, and Challenges
by Luogeng Ge, Fengsheng Guo, Jiawei Wang, Jing Zhang, Qi Lu, Yuanyi Wang, Xingdong Lv, Ziling Peng, Xian Zhou, Xia Chen, Wei Han and Zeyu Fan
Separations 2026, 13(2), 62; https://doi.org/10.3390/separations13020062 - 10 Feb 2026
Abstract
Rapid growth of water conservancy/hydropower projects has spurred rising demand for sand-gravel aggregates. Under strict water use and zero-waste policies, treating wet-process aggregate washing wastewater is challenging. Flocculants—key chemicals in this process—directly influence treatment efficiency and operational costs via their type, dosage, and [...] Read more.
Rapid growth of water conservancy/hydropower projects has spurred rising demand for sand-gravel aggregates. Under strict water use and zero-waste policies, treating wet-process aggregate washing wastewater is challenging. Flocculants—key chemicals in this process—directly influence treatment efficiency and operational costs via their type, dosage, and efficacy. Further development of the intelligent control system for flocculant dosing can reduce flocculant consumption by 50% to 67%. However, existing studies have an insufficient understanding of the identification of emerging contaminants in aggregate washing wastewater and the migration of flocculants in multi-medium environments, as well as a lack of research on the synergistic effects of multiple flocculants. Another key core challenge lies in the accurate identification of the impact of flocculant residues on concrete performance, along with the problems of high cost and poor adaptability of intelligent systems. Future research directions will focus on precise flocculation, residue control and resource utilization to drive the development of efficient and environmentally friendly treatment technologies. Full article
(This article belongs to the Section Separation Engineering)
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19 pages, 3028 KB  
Article
Structural and Surface Properties of CeO2 Nanoparticles for Enhanced Lead Ion Removal
by Bakheit Mustafa and Ard Elshifa M. E. Mohammed
Separations 2026, 13(2), 61; https://doi.org/10.3390/separations13020061 - 9 Feb 2026
Abstract
In this study, cerium oxide (CeO2) nanoparticles were successfully synthesized using a simple and cost-effective hydroxide-mediated precipitation method. Comprehensive characterization (XRD, SEM, TEM, FTIR, BET, and UV–Vis) confirmed the formation of uniformly distributed nanoparticles with an average size of ~100 nm, [...] Read more.
In this study, cerium oxide (CeO2) nanoparticles were successfully synthesized using a simple and cost-effective hydroxide-mediated precipitation method. Comprehensive characterization (XRD, SEM, TEM, FTIR, BET, and UV–Vis) confirmed the formation of uniformly distributed nanoparticles with an average size of ~100 nm, a well-defined crystalline structure, and a high specific surface area of 118.96 m2/g. The CeO2 nanoparticles also exhibited a mesoporous framework with a pore volume of 0.39 cm3/g and an average pore radius of 2.27 nm, demonstrating favorable properties for adsorption applications. Adsorption experiments showed that CeO2 nanoparticles effectively removed Pb2+ from aqueous solutions, achieving a maximum experimental adsorption capacity of 192 mg/g and a removal efficiency of 80% at pH 6 under the tested conditions. Kinetic analysis revealed that the pseudo-second-order model best described the adsorption process, suggesting chemisorption as the dominant mechanism, while equilibrium data were more accurately represented by the Langmuir isotherm model, which predicted a theoretical monolayer capacity (Qm) of 714.2 mg/g. Overall, the findings demonstrate that CeO2 nanoparticles possess a strong affinity toward Pb2+ ions and exhibit promising adsorption performance, indicating their potential applicability for the treatment of lead-contaminated wastewater and their suitability for reuse following regeneration. Full article
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14 pages, 3775 KB  
Article
Understanding and Mitigating Corona Quenching in ESPs Under High Fly Ash Concentrations in a 660 MW Coal-Fired Unit
by Haibao Zhao, Peiyuan Li, Hanxiao Liu, Tao Liu and Zhengda Yang
Separations 2026, 13(2), 60; https://doi.org/10.3390/separations13020060 - 8 Feb 2026
Viewed by 105
Abstract
Corona quenching is a major obstacle to the stable and efficient operation of electrostatic precipitators (ESPs) in coal-fired power plants, particularly under high-ash coal combustion. This study evaluates a novel double-V labyrinth pre-collection device as an active strategy to mitigate corona quenching. Field [...] Read more.
Corona quenching is a major obstacle to the stable and efficient operation of electrostatic precipitators (ESPs) in coal-fired power plants, particularly under high-ash coal combustion. This study evaluates a novel double-V labyrinth pre-collection device as an active strategy to mitigate corona quenching. Field measurements from a 660 MW ultra-supercritical coal-fired unit, combined with computational fluid dynamics (CFD) simulations, demonstrate that the retrofit significantly improved inlet flow uniformity and reduced fly ash concentration before the ESP. Consequently, corona discharge stability was enhanced, overall collection efficiency increased from 99.42% to 99.92%, and outlet fly ash concentration decreased from 81 mg/m3 to 20.5 mg/m3. Although the pressure drop rose modestly (128 Pa to 187.5 Pa), the overall ESP energy demand was reduced due to more stable operation at lower voltages. These results confirm the technical feasibility and engineering applicability of pre-collection technology, providing a cost-effective solution to overcome corona quenching and ensure ultra-low emission compliance in large coal-fired units. Full article
(This article belongs to the Special Issue Numerical Modeling and Computation in Separation and Adsorption)
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15 pages, 2961 KB  
Article
Lanthanum Nitrate Modification of Soybean Protein Activated Carbon for Enhanced Fluoride Adsorption
by Zhengnan Jiang, Guanyu Zhou, Wenchao Bu, Zhenhai Huang and Chunlin He
Separations 2026, 13(2), 59; https://doi.org/10.3390/separations13020059 - 7 Feb 2026
Viewed by 81
Abstract
Water with a high fluoride content poses a serious threat to both public health and the natural environment. To enhance fluoride ion removal efficiency, a modified activated carbon adsorbent (HPAC-La) was synthesized by impregnating soybean protein in a lanthanum nitrate solution, followed by [...] Read more.
Water with a high fluoride content poses a serious threat to both public health and the natural environment. To enhance fluoride ion removal efficiency, a modified activated carbon adsorbent (HPAC-La) was synthesized by impregnating soybean protein in a lanthanum nitrate solution, followed by freezing–drying and carbonization. The results confirmed that lanthanum nitrate modification significantly improved the adsorption performance. Under optimised experimental conditions (pH = 2.0, [F] = 300 mg·L−1, 12 h, 298 K), HPAC-La exhibited a maximum adsorption capacity for fluoride ions of 126.7 mg·L−1, significantly higher than that of unmodified HPAC (86.1 mg·L−1). The adsorption process followed the pseudo-second-order kinetic model and the Langmuir isotherm model, indicating monolayer chemisorption. The mechanism involves ion exchange via surface hydroxyl groups and fluoride coordination with La sites. This study proposes a method for developing highly efficient adsorbents for the treatment of fluoride-contaminated wastewater. Full article
(This article belongs to the Special Issue Adsorption Methods for Environmental Purification)
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11 pages, 800 KB  
Article
Determination of Paracetamol and Orphenadrine Citrate in Tablets via a Novel RP-HPLC Method: Development Following Box–Behnken Design, Validation, Robustness Testing, and Greenness Assessment
by Dimitris Valatsos, Kostas Gkountanas and Yannis Dotsikas
Separations 2026, 13(2), 58; https://doi.org/10.3390/separations13020058 - 6 Feb 2026
Viewed by 81
Abstract
Paracetamol (PAR) and orphenadrine citrate (ORPH) are two active substances commonly used in combination medicinal products, due to the analgesic effect of paracetamol and the muscle relaxant effect of orphenadrine, with a therapeutic indication of mild to moderate acute musculoskeletal pain. The aim [...] Read more.
Paracetamol (PAR) and orphenadrine citrate (ORPH) are two active substances commonly used in combination medicinal products, due to the analgesic effect of paracetamol and the muscle relaxant effect of orphenadrine, with a therapeutic indication of mild to moderate acute musculoskeletal pain. The aim of this work is to develop and validate an isocratic HPLC method for the simultaneous determination of PAR and ORPH in tablet formulation. Preliminary experiments showed that an analytical column with a chemically bound phenyl phase was required. A Box–Behnken design (BBD) was utilized to optimize the analytical method for two key responses, PAR asymmetry factor (AsymPAR) and ORPH capacity factor (kORPH), with three numerical factors: percentage of ACN in mobile phase (A); pH (B); and salt concentration in the aqueous solution (C). The optimized method consists of a Pinnacle DB Biphenyl (250 × 4.6 mm) 5 µm column, and a mobile phase of 37%/63% v/v ACN-NaH2PO4·H2O in 29 mM aqueous solution, pH = 2.5. The flow rate was set to 1.5 mL/min and detection occurred at 215 nm. After the optimization process the following chromatographic conditions were selected and the method was validated for various ICH parameters covering system suitability, specificity, linearity (R2 = 1.00), precision (%RSD ≤ 2), accuracy (98% ≤ %Recovery ≤ 102%), and robustness. Finally, the environmental friendliness of the novel method was assessed by using the Analytical GREEnness (AGREE) metric tool, obtaining a score of 0.67. Full article
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21 pages, 3584 KB  
Article
Efficient and Rapid Removal of Cationic Methylene Blue from Aqueous Solution by Alkali-Treated Bamboo Powders as Biosorbents
by Qin Wang, Yaohui Xu, Jinqiang Yu, Runhong Xia, Zhiyun Jiang, Yuan Zhang and Fangyu Xiong
Separations 2026, 13(2), 57; https://doi.org/10.3390/separations13020057 - 6 Feb 2026
Viewed by 106
Abstract
To develop low-cost and renewable materials for treating dye wastewater, an efficient biosorbent was prepared from Bambusa emeiensis bamboo powders (BPs) via a simple alkali pretreatment. Systematic investigation revealed that NaOH concentration was critical for enhancing adsorption performance. Under optimal conditions (NaOH ≥ [...] Read more.
To develop low-cost and renewable materials for treating dye wastewater, an efficient biosorbent was prepared from Bambusa emeiensis bamboo powders (BPs) via a simple alkali pretreatment. Systematic investigation revealed that NaOH concentration was critical for enhancing adsorption performance. Under optimal conditions (NaOH ≥ 0.2 mol/L, dosage = 10.0 g/L), the BPs achieved over 96% removal of cationic Methylene Blue (MB, 20 mg/L) within 20 min, demonstrating rapid kinetics. The adsorption process followed the Langmuir isotherm model with a maximum adsorption capacity of 4.1 mg/g without adjusting the pH of the solution and complied with the pseudo-second-order kinetic model. Thermodynamic analysis confirmed the spontaneous (ΔG < 0) and exothermic (ΔH = −52.73 kJ/mol) nature of the adsorption. Notably, the alkali-treated BPs exhibited a pronounced preference for the cationic dye, achieving a high removal rate of 96.5% for MB, in contrast to a much lower removal of 23.6% for the anionic dye AO7 under identical single-dye conditions, attributed to the enhanced surface negative charge after alkali treatment. Furthermore, the BPs maintained a high removal efficiency of 91.2% after eight adsorption-desorption cycles using 0.1 mol/L HCl as eluent, demonstrating excellent reusability. This study presents a feasible and sustainable strategy for designing regenerative bamboo-based biosorbents with rapid and preferential adsorption capabilities for cationic dye wastewater. Full article
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21 pages, 6659 KB  
Article
Tetraethylenepentamine-Grafted Magnetic Polymer Composite as Promising Sorbent for CO2 Capture
by Nenad Radić, Aleksandra Nastasović, Tamara Tadić, Zorica Vuković, Jugoslav Krstić and Bojana Marković
Separations 2026, 13(2), 56; https://doi.org/10.3390/separations13020056 - 5 Feb 2026
Viewed by 121
Abstract
In this study, magnetic porous glycidyl methacrylate and ethylene glycol dimethacrylate copolymer (mP) grafted with tetraethylenepentamine (mP-TEPA) obtained in a two-step procedure was tested as the CO2 sorbent. The morphological, textural, structural, and thermal characterization of the sample was determined by scanning [...] Read more.
In this study, magnetic porous glycidyl methacrylate and ethylene glycol dimethacrylate copolymer (mP) grafted with tetraethylenepentamine (mP-TEPA) obtained in a two-step procedure was tested as the CO2 sorbent. The morphological, textural, structural, and thermal characterization of the sample was determined by scanning electron microscopy with energy-dispersive X-ray analysis (SEM-EDS), mercury intrusion porosimetry (MIP), nitrogen physisorption at 77 K, Fourier transform infrared spectroscopy in ATR mode (FTIR-ATR), X-ray photoelectron spectroscopy (XPS), elemental analysis, and thermogravimetric analysis (TGA). The effects of thermodynamic and kinetic parameters, as well as the adsorption/desorption mechanism on the CO2 sorption ability of mP-TEPA, were investigated using a pulse gas chromatographic method. Under optimal adsorption conditions, the CO2 sorption capacity reached 6.20 mmol CO2/g (6.20 × 10−2 mmol CO2/m2). Temperature-programmed desorption (TPD) experiments were conducted to calculate the activation energy of CO2 desorption. The low desorption activation energy of 18.80 kJ/mol and high desorption rate, with stable CO2 uptake after ten adsorption/desorption cycles, suggest that mP-TEPA is a potentially excellent sorbent for CO2 adsorption. Full article
(This article belongs to the Section Materials in Separation Science)
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15 pages, 1701 KB  
Review
Selective Recovery Lithium from Mother Liquor via Solvent Extraction: A Review on Extractants, Mechanisms, and Efficiency
by Xiaofei Meng, Xiaoping Zou, Yingping Jiang, Haitao Zhou, Jiantao Zhao, Shengmei Zhang and Junqi Zhang
Separations 2026, 13(2), 55; https://doi.org/10.3390/separations13020055 - 5 Feb 2026
Viewed by 161
Abstract
With the rapid expansion of the global lithium battery industry, the demand for lithium as a critical raw material continues to grow. Lithium precipitation mother liquor still contains considerable concentrations of lithium ions (Li+), but they generally exhibit a high sodium-to-lithium [...] Read more.
With the rapid expansion of the global lithium battery industry, the demand for lithium as a critical raw material continues to grow. Lithium precipitation mother liquor still contains considerable concentrations of lithium ions (Li+), but they generally exhibit a high sodium-to-lithium ratio, which makes the separation of lithium from sodium particularly challenging. Solvent extraction is recognized as a viable approach for challenging Li+/Na+ separation due to its high selectivity, operational flexibility, and scalability. A comprehensive assessment and comparison of various extraction systems are therefore essential to facilitate the sustainable recovery of lithium from precipitation mother liquor. This review summarizes the commonly used extraction systems, including organophosphorus extractants, ketone-based extractants, macrocyclic compounds, ionic liquids, and deep eutectic solvents. A systematic analysis is provided regarding their extraction mechanisms, applicable conditions, and respective advantages and disadvantages. Finally, perspectives and suggestions are offered on future research directions and improvement strategies for different extraction systems, along with an outlook on the potential of combined enhancement technologies. Full article
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11 pages, 386 KB  
Article
Flavonoid Characterization of Primula vulgaris Growing in the Biodiversity Hotspot of Prespa Lake Region (NW Greece)
by Elli Katsouli, Konstantia Graikou, Evgenia Panou, Nikolas Fokialakis and Ioanna Chinou
Separations 2026, 13(2), 54; https://doi.org/10.3390/separations13020054 - 2 Feb 2026
Viewed by 112
Abstract
Primula vulgaris Huds., one of the 33 Primula L. species native to Europe, occurs across diverse habitats, including the biodiversity hotspot of the Prespa Lake region (NW Greece). Building on previous phytochemical studies, the present work provides the first detailed characterization of flavonoids [...] Read more.
Primula vulgaris Huds., one of the 33 Primula L. species native to Europe, occurs across diverse habitats, including the biodiversity hotspot of the Prespa Lake region (NW Greece). Building on previous phytochemical studies, the present work provides the first detailed characterization of flavonoids from the aerial parts of the species growing wild in the area. Using classical chromatographic separation methods combined with spectrometric techniques, seven metabolites were isolated and structurally elucidated from the dichloromethane and methanol extracts. These included flavone (1), 2′-methoxyflavone (2), 3′-methoxyflavone (3), 3′-hydroxy-4′,5′-dimethoxyflavone (4), kaempferol-3-O-β-glucopyranosyl-(1→2)-β-glucopyranosyl-(1→6)-β-glucopyranoside (6), 3′-hydroxyflavone-4′-O-β-glucopyranoside (7) and 5,6,2′,3′,6′-pentamethoxyflavone (5), which was reported for the first time in this species. Additionally, the total phenolic content (TPC) of the methanol extract was determined using the Folin–Ciocalteu method, demonstrating 46.46 ± 2.48 mg GAE/g extract, while through the DPPH radical scavenging assay, it expressed moderate activity. Overall, these results provide novel insights into the flavonoid composition of Greek P. vulgaris and support its potential for further pharmacological investigations and herbal applications. Full article
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23 pages, 1808 KB  
Article
Adsorption of Nystatin from Aqueous Solutions Using Nanoclay: Performance, Mechanisms, and Sustainability Aspects
by Anna Karoline Freires de Sousa, Anna Katharina Medeiros de Brito, Hugo Guimarães Matos, José Lázaro da Silva Fernandes, Francisco Lucas de Lima Carneiro, Francimarcio Geraldo da Silva Gambarra, Wagner Brandão Ramos, Tellys Lins Almeida Barbosa and Meiry Gláucia Freire Rodrigues
Separations 2026, 13(2), 53; https://doi.org/10.3390/separations13020053 - 2 Feb 2026
Viewed by 159
Abstract
The continuous release of pharmaceutical compounds into aquatic environments poses significant challenges to environmental sustainability, as conventional wastewater treatment plants are often ineffective in removing recalcitrant and bioactive molecules. In this study, the adsorption performance of nanoclay was systematically evaluated for the removal [...] Read more.
The continuous release of pharmaceutical compounds into aquatic environments poses significant challenges to environmental sustainability, as conventional wastewater treatment plants are often ineffective in removing recalcitrant and bioactive molecules. In this study, the adsorption performance of nanoclay was systematically evaluated for the removal of nystatin, a polyene antifungal of emerging environmental concern, from aqueous solutions. The effects of solution pH, adsorption kinetics, equilibrium isotherms, and adsorption mechanisms were investigated under environmentally relevant conditions. Nanoclay exhibited outstanding removal efficiency, exceeding 98% across a wide pH range (3–11), thereby demonstrating strong operational robustness and minimal sensitivity to pH variations. Structural and spectroscopic analyses (XRD and FTIR) confirmed that adsorption occurred predominantly on the external surface of the nanoclay, without significant disruption of its lamellar structure, and was governed mainly by hydrophobic interactions and hydrogen bonding. Kinetic data were best described by the pseudo-second-order model, with rapid equilibrium achieved within approximately 20 min, indicating high affinity between nystatin and the adsorbent surface. Equilibrium data were best fitted by the Sips isotherm model, reflecting surface heterogeneity and a favorable adsorption process, with a high maximum adsorption capacity of approximately 911 mg/g. A preliminary cost analysis revealed low raw material costs, while energy consumption, particularly during drying, was identified as the main economic limitation. Overall, the results highlight Nanoclay as an efficient, robust, and promising adsorbent for the sustainable removal of hydrophobic pharmaceutical contaminants from water and wastewater. Full article
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12 pages, 1910 KB  
Article
Isolation and Identification of a Strain of Isaria cateniobliqua, Culture Condition Optimization and the Effect of Subculture on Its Active Compounds
by Jie Shang, Hui Zhao and Dun Wang
Separations 2026, 13(2), 52; https://doi.org/10.3390/separations13020052 - 2 Feb 2026
Viewed by 139
Abstract
The genus Isaria is a group of abundant and widely distributed entomopathogenic fungi that plays an important role in the history of traditional Chinese medicine. Entomopathogenic fungi with medicinal value were collected from the field, and optimal temperature and growth media compositions were [...] Read more.
The genus Isaria is a group of abundant and widely distributed entomopathogenic fungi that plays an important role in the history of traditional Chinese medicine. Entomopathogenic fungi with medicinal value were collected from the field, and optimal temperature and growth media compositions were investigated to establish a theoretical foundation for the future development of these strains. A strain of Isaria cateniobliqua, designated ICF, was isolated from soil in the Hualongshan National Nature Reserve in southern Shaanxi. The optimal cultivation temperature and nutrient solution were screened, and the effects of subcultivation on mycelium production, metabolite production, and hydroxyl radical scavenging activity of strain ICF were investigated. The optimal growth temperature for strain ICF was determined to be 21 °C, with the ideal culture medium consisting of glucose and tussah silkworm pupa powder supplemented with KH2PO4 and MgSO4. Mycelium production and cordycepin content peaked in the fourth generation (G4), whereas peak metabolite production and cordycepic acid production occurred in the fifth generation (G5). Polysaccharide content was highest in the first generation (G1), and hydroxyl radical scavenging activity was optimal in G4. Exploring the optimal culture conditions of the strain provides a theoretical basis for its development, utilization, and industrial production for medicinal applications. Full article
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19 pages, 803 KB  
Review
Analytical Strategies for the Determination of Herbicides in Water: Advances in Sample Preparation, Separation, and Detection
by José Luís Guedes, Luís Durão, Luana M. Rosendo, Tiago Rosado and Eugenia Gallardo
Separations 2026, 13(2), 51; https://doi.org/10.3390/separations13020051 - 1 Feb 2026
Viewed by 179
Abstract
Herbicides are widely used agrochemicals and are increasingly recognised as contaminants of emerging concern in aquatic environments due to their extensive application, environmental persistence, and potential ecological and human health impacts. Their determination in water presents significant analytical challenges, as these compounds occur [...] Read more.
Herbicides are widely used agrochemicals and are increasingly recognised as contaminants of emerging concern in aquatic environments due to their extensive application, environmental persistence, and potential ecological and human health impacts. Their determination in water presents significant analytical challenges, as these compounds occur at trace to ultra-trace levels and encompass a wide range of chemical properties, including highly polar and ionic species as well as transformation products. This review provides a critical overview of recent advances in separation technologies for the analysis of herbicides in water, based on peer-reviewed studies published between 2020 and 2025 retrieved from the PubMed and Scopus databases. The discussion focuses on developments in sample preparation, extraction strategies, chromatographic separation, and detection techniques, with particular attention to analytical performance and sustainability. The reviewed studies demonstrate that solid-phase extraction remains central to achieving the lowest detection limits, while miniaturised and greener extraction approaches are increasingly adopted to reduce solvent consumption and simplify workflows. Advances in chromatographic separation and detection, especially liquid chromatography coupled to tandem mass spectrometry, have further enhanced sensitivity and selectivity for a broad range of herbicides. Overall, this review highlights current analytical capabilities and emerging trends, outlining future directions for reliable and sustainable monitoring of herbicides in aquatic environments. Full article
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16 pages, 2076 KB  
Article
Machine Learning-Driven Prediction of Organic Compound Adsorption onto Microplastics in Freshwater
by Ya Wang, Peng Zhao, Honghong Yi and Xiaolong Tang
Separations 2026, 13(2), 50; https://doi.org/10.3390/separations13020050 - 1 Feb 2026
Viewed by 96
Abstract
Obtaining the adsorption equilibrium coefficient (Kd) of organic compounds on microplastics (MPs) is critical for understanding their environmental behaviors. Given the limited availability of these Kd values, it is imperative to develop predictive models for rapid acquisition of K [...] Read more.
Obtaining the adsorption equilibrium coefficient (Kd) of organic compounds on microplastics (MPs) is critical for understanding their environmental behaviors. Given the limited availability of these Kd values, it is imperative to develop predictive models for rapid acquisition of Kd values for different MPs. Herein, seven machine learning-based algorithms, i.e., MLR, RF, GBDT, XGBoost, CatBoost, LightGBM and SVM, were used to establish predictive models on the basis of 173 logKd values in freshwater. The evaluation parameters, including R2t, RMSEt, Q2v, RMSEv and Q2, indicate that the developed models have a satisfactory predictive capability. The developed MLR models can predict the logKd values for chlorinated polyethylene (CPE), polybutylene succinate (PBS), polycaprolactone (PCL) and low-density polyethylene (LDPE) MPs. Given the limited performance of MLR in predicting adsorption on PE MPs, RF, GBDT, XGBoost, CatBoost, LightGBM and SVM were employed to develop predictive models, which significantly enhanced the predictive accuracy. The predictive models for PE MPs have a wider AD, covering organic compounds with different functional groups than previous models. Hydrogen bonding, hydrophobic, electrostatic and dispersion interactions may be involved in adsorption. The developed models can serve as efficient tools for estimating the Kd values for different MPs in freshwater, thereby providing the necessary data for evaluating the environmental risks of organic compounds and MPs. Full article
(This article belongs to the Section Environmental Separations)
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